{ "lang":"fr", "name":"dep_news_trf", "version":"3.3.0", "description":"French transformer pipeline (camembert-base). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"LGPL-LR", "spacy_version":">=3.3.0.dev0,<3.4.0", "spacy_git_version":"849bef2de", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "morphologizer":[ "POS=PROPN", "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "Gender=Fem|Number=Sing|POS=NOUN", "Number=Plur|POS=PRON|Person=1", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "POS=SCONJ", "POS=ADP", "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "NumType=Ord|POS=ADJ", "Gender=Masc|Number=Sing|POS=NOUN", "POS=PUNCT", "Gender=Masc|Number=Sing|POS=PROPN", "Number=Plur|POS=ADJ", "Gender=Masc|Number=Plur|POS=NOUN", "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Number=Sing|POS=ADJ", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "POS=ADV", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Gender=Fem|Number=Sing|POS=PROPN", "Definite=Def|Number=Sing|POS=DET|PronType=Art", "NumType=Card|POS=NUM", "Definite=Def|Number=Plur|POS=DET|PronType=Art", "Gender=Masc|Number=Plur|POS=ADJ", "POS=CCONJ", "Gender=Fem|Number=Plur|POS=NOUN", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", "Gender=Fem|Number=Plur|POS=ADJ", "POS=ADJ", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "POS=PRON|PronType=Rel", "Number=Sing|POS=DET|Poss=Yes", "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art", "Definite=Def|Number=Plur|POS=ADP|PronType=Art", "Definite=Ind|Number=Plur|POS=DET|PronType=Art", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "POS=VERB|VerbForm=Inf", "Gender=Fem|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=PRON|Person=3", "Number=Plur|POS=DET", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "POS=ADV|PronType=Int", "POS=VERB|Tense=Pres|VerbForm=Part", "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Gender=Masc|POS=ADJ", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", "Number=Plur|POS=DET|Poss=Yes", "POS=AUX|VerbForm=Inf", "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part", "POS=ADV|Polarity=Neg", "Definite=Ind|Number=Sing|POS=DET|PronType=Art", "Gender=Fem|Number=Sing|POS=PRON|Person=3", "POS=PRON|Person=3|Reflex=Yes", "Gender=Masc|POS=NOUN", "POS=AUX|Tense=Past|VerbForm=Part", "POS=PRON|Person=3", "Number=Plur|POS=NOUN", "NumType=Ord|Number=Sing|POS=ADJ", "POS=VERB|Tense=Past|VerbForm=Part", "POS=AUX|Tense=Pres|VerbForm=Part", "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", "Number=Sing|POS=PRON|Person=3", "Number=Sing|POS=NOUN", "Gender=Masc|Number=Plur|POS=PRON|Person=3", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", "Number=Plur|POS=PROPN", "Number=Sing|POS=PROPN", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", "Gender=Masc|Number=Sing|POS=DET", "Gender=Fem|Number=Sing|POS=DET|Poss=Yes", "Gender=Masc|POS=PRON", "POS=NOUN", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Number=Plur|POS=PRON", "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Number=Sing|POS=PRON", "Number=Sing|POS=PRON|PronType=Dem", "Mood=Ind|POS=VERB|VerbForm=Fin", "Number=Plur|POS=DET|PronType=Dem", "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Gender=Masc|Number=Sing|POS=PRON", "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem", "Number=Sing|POS=PRON|Person=2|PronType=Prs", "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", "POS=PRON", "POS=NUM", "Gender=Fem|POS=NOUN", "Gender=Fem|Number=Plur|POS=PRON", "Number=Plur|POS=PRON|Person=3", "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", "Number=Sing|POS=PRON|Person=1", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=PRON", "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "POS=INTJ", "Number=Plur|POS=PRON|Person=2", "NumType=Card|POS=PRON", "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", "NumType=Card|POS=NOUN", "POS=PRON|PronType=Int", "Gender=Fem|Number=Plur|POS=PRON|Person=3", "Gender=Fem|Number=Sing|POS=DET", "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=DET", "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art", "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", "Gender=Masc|Number=Plur|POS=PROPN", "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", "Number=Sing|POS=DET", "Gender=Masc|NumType=Card|Number=Plur|POS=NOUN", "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", "Gender=Fem|POS=PRON", "Gender=Masc|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Gender=Fem|Number=Sing|POS=PRON|PronType=Rel", "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", "POS=X", "POS=SYM", "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Gender=Masc|Number=Sing|POS=DET|PronType=Int", "Gender=Fem|Number=Plur|POS=DET|PronType=Int", "POS=DET", "Gender=Masc|Number=Plur|POS=PRON", "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Mood=Ind|POS=VERB|Person=3|VerbForm=Fin", "Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", "Gender=Fem|Number=Sing|POS=DET|PronType=Int", "Gender=Masc|Number=Plur|POS=DET", "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", "POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass", "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", "Mood=Imp|POS=VERB|Tense=Pres|VerbForm=Fin", "Number=Plur|POS=PRON|Person=2|Reflex=Yes", "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Number=Plur|POS=PRON|Person=1|Reflex=Yes", "Gender=Masc|NumType=Card|Number=Sing|POS=NOUN", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", "Number=Sing|POS=PRON|Person=1|Reflex=Yes", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Gender=Masc|POS=PROPN", "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "Number=Plur|POS=PRON|Person=1|PronType=Prs", "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Number=Plur|POS=PRON|Person=2|PronType=Prs", "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Number=Sing|POS=PRON|Person=1|PronType=Prs", "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Imp|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin", "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", "Gender=Fem|Number=Plur|POS=PROPN", "Gender=Masc|NumType=Card|POS=NUM" ], "parser":[ "ROOT", "acl", "acl:relcl", "advcl", "advmod", "amod", "appos", "aux:pass", "aux:tense", "case", "cc", "ccomp", "conj", "cop", "dep", "det", "expl:comp", "expl:pass", "expl:subj", "fixed", "flat:foreign", "flat:name", "iobj", "mark", "nmod", "nsubj", "nsubj:pass", "nummod", "obj", "obl:agent", "obl:arg", "obl:mod", "parataxis", "punct", "vocative", "xcomp" ], "attribute_ruler":[ ], "lemmatizer":[ ] }, "pipeline":[ "transformer", "morphologizer", "parser", "attribute_ruler", "lemmatizer" ], "components":[ "transformer", "morphologizer", "parser", "attribute_ruler", "lemmatizer" ], "disabled":[ ], "performance":{ "token_acc":0.9989751998, "token_p":0.9844389844, "token_r":0.9896058454, "token_f":0.9870156531, "pos_acc":0.9871080858, "morph_acc":0.9790173738, "morph_micro_p":0.9940090476, "morph_micro_r":0.9906177653, "morph_micro_f":0.992310509, "morph_per_feat":{ "Definite":{ "p":0.9978054133, "r":0.995620438, "f":0.9967117282 }, "Number":{ "p":0.9952020668, "r":0.992820324, "f":0.9940097687 }, "PronType":{ "p":0.9980694981, "r":0.9923224568, "f":0.9951876805 }, "Gender":{ "p":0.9892141757, "r":0.9844109379, "f":0.9868067119 }, "Mood":{ "p":0.9982206406, "r":0.9964476021, "f":0.9973333333 }, "Person":{ "p":0.997471555, "r":0.9924528302, "f":0.9949558638 }, "Tense":{ "p":0.991861648, "r":0.9959141982, "f":0.993883792 }, "VerbForm":{ "p":0.994210091, "r":0.9950331126, "f":0.9946214315 }, "NumType":{ "p":0.9928057554, "r":0.9419795222, "f":0.9667250438 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "Voice":{ "p":0.9652173913, "r":0.9910714286, "f":0.9779735683 }, "Poss":{ "p":1.0, "r":1.0, "f":1.0 }, "Polarity":{ "p":1.0, "r":1.0, "f":1.0 } }, "sents_p":0.9245283019, "sents_r":0.9514563107, "sents_f":0.9377990431, "dep_uas":0.947216113, "dep_las":0.9271002083, "dep_las_per_type":{ "det":{ "p":0.9902991108, "r":0.988700565, "f":0.9894991922 }, "nsubj":{ "p":0.9452380952, "r":0.956626506, "f":0.9508982036 }, "aux:tense":{ "p":0.9609375, "r":0.984, "f":0.9723320158 }, "root":{ "p":0.9460093897, "r":0.9781553398, "f":0.9618138425 }, "obj":{ "p":0.936746988, "r":0.9228486647, "f":0.9297458894 }, "cc":{ "p":0.9541284404, "r":0.9585253456, "f":0.9563218391 }, "case":{ "p":0.9843110505, "r":0.9829700272, "f":0.9836400818 }, "obl:mod":{ "p":0.8145896657, "r":0.8, "f":0.8072289157 }, "nmod":{ "p":0.8952095808, "r":0.8961038961, "f":0.8956565152 }, "conj":{ "p":0.828685259, "r":0.8188976378, "f":0.8237623762 }, "nummod":{ "p":0.8735632184, "r":0.899408284, "f":0.8862973761 }, "amod":{ "p":0.957952468, "r":0.9544626594, "f":0.9562043796 }, "acl":{ "p":0.8571428571, "r":0.8670520231, "f":0.8620689655 }, "mark":{ "p":0.9692982456, "r":0.9735682819, "f":0.9714285714 }, "xcomp":{ "p":0.9225806452, "r":0.9470198675, "f":0.9346405229 }, "flat:name":{ "p":0.9714285714, "r":0.9714285714, "f":0.9714285714 }, "cop":{ "p":0.9333333333, "r":0.9333333333, "f":0.9333333333 }, "advmod":{ "p":0.9381107492, "r":0.9028213166, "f":0.9201277955 }, "obl:arg":{ "p":0.8828828829, "r":0.8909090909, "f":0.8868778281 }, "appos":{ "p":0.6931818182, "r":0.734939759, "f":0.7134502924 }, "nsubj:pass":{ "p":1.0, "r":0.9647058824, "f":0.9820359281 }, "aux:pass":{ "p":0.9910714286, "r":0.9910714286, "f":0.9910714286 }, "acl:relcl":{ "p":0.8604651163, "r":0.8604651163, "f":0.8604651163 }, "advcl":{ "p":0.756097561, "r":0.7948717949, "f":0.775 }, "fixed":{ "p":0.9529411765, "r":0.81, "f":0.8756756757 }, "dep":{ "p":0.2931034483, "r":0.5862068966, "f":0.3908045977 }, "expl:subj":{ "p":0.8965517241, "r":0.8125, "f":0.8524590164 }, "expl:comp":{ "p":0.7179487179, "r":0.9333333333, "f":0.8115942029 }, "expl:pass":{ "p":0.75, "r":0.4285714286, "f":0.5454545455 }, "ccomp":{ "p":0.98, "r":0.9607843137, "f":0.9702970297 }, "parataxis":{ "p":0.7272727273, "r":0.5714285714, "f":0.64 }, "iobj":{ "p":0.6842105263, "r":0.52, "f":0.5909090909 }, "obl:agent":{ "p":0.95, "r":0.9047619048, "f":0.9268292683 }, "nsubj:caus":{ "p":0.0, "r":0.0, "f":0.0 }, "aux:caus":{ "p":0.0, "r":0.0, "f":0.0 }, "obj:agent":{ "p":0.0, "r":0.0, "f":0.0 }, "goeswith":{ "p":0.0, "r":0.0, "f":0.0 }, "vocative":{ "p":0.8333333333, "r":0.625, "f":0.7142857143 }, "dislocated":{ "p":0.0, "r":0.0, "f":0.0 }, "flat:foreign":{ "p":0.75, "r":0.4285714286, "f":0.5454545455 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "advcl:cleft":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj":{ "p":0.0, "r":0.0, "f":0.0 } }, "tag_acc":0.9580239274, "lemma_acc":0.9122482532, "speed":484.5019750434 }, "sources":[ { "name":"UD French Sequoia v2.8", "url":"https://github.com/UniversalDependencies/UD_French-Sequoia", "license":"LGPL-LR", "author":"Candito, Marie; Seddah, Djam\u00e9; Perrier, Guy; Guillaume, Bruno" }, { "name":"spaCy lookups data", "author":"Explosion", "url":"https://github.com/explosion/spacy-lookups-data", "license":"MIT" }, { "name":"camembert-base", "author":"Martin, Louis and Muller, Benjamin and Suarez, Pedro Javier Ortiz and Dupont, Yoann and Romary, Laurent and de la Clergerie, Eric Villemonte and Seddah, Djame and Sagot, Benoit}", "url":"https://huggingface.co/camembert-base", "license":"MIT" } ], "requirements":[ "spacy-transformers>=1.1.2,<1.2.0", "sentencepiece>=0.1.91,!=0.1.92", "protobuf" ] }